Inducing Target Response on VQA Sim. v2
96ASRAttention Hijacking
Evaluation results
| Method | Links | |
|---|---|---|
| Attention HijackingTarget Model=InternVL-2.52026.05 | 96 | |
| Attention HijackingTarget Model=Deepseek-VL2026.05 | 93 | |
| Attention HijackingTarget Model=Qwen2.5-VL2026.05 | 86.8 | |
| PGDTarget Model=Deepseek-VL2026.05 | 83.6 | |
| Attention HijackingTarget Model=LLaVA-1.52026.05 | 81 | |
| MIMTarget Model=Deepseek-VL2026.05 | 75 | |
| PGDTarget Model=InternVL-2.52026.05 | 65.4 | |
| VMATarget Model=LLaVA-1.52026.05 | 57.6 | |
| MIMTarget Model=InternVL-2.52026.05 | 57.4 | |
| PGDTarget Model=LLaVA-1.52026.05 | 50 | |
| MIMTarget Model=LLaVA-1.52026.05 | 40.6 | |
| PGDTarget Model=Qwen2.5-VL2026.05 | 31 | |
| MIMTarget Model=Qwen2.5-VL2026.05 | 22.6 | |
| VMATarget Model=InternVL-2.52026.05 | 11 | |
| VMATarget Model=Qwen2.5-VL2026.05 | 11 | |
| VMATarget Model=Deepseek-VL2026.05 | 11 |